What this category's data looks like
Vocational college skills competition organization involves three types of materials: competition regulations, registration forms, and training plans. Fields include event name, group, quota, date, leader signature, and receipt. Regulations define authorization and external messaging, registration forms define identity and visibility scope, and training plans define process traces. When materials enter the knowledge base retrieval node, regulations and registration forms serve as cited sources for comparison, and training plans serve as process evidence for traceability. The update rhythm follows the competition schedule: regulations are updated with notices, registration forms are updated with receipts, and training plans are updated weekly or by stage. A common field characteristic is that the name, quantity, and date of the same record across multiple materials must be consistent, versions must be synchronized, and signatures or receipts must be complete.
Configuration and implementation checks
This step is executed by the citation output of the knowledge base retrieval node, which outputs an array of cited content, each item containing an original text snippet and a source identifier, and the length can be 0. The externally available entry points and authorization scope are subsequently completed by AI nodes, code nodes, or manual work. The citation array is not a difference list, ledger, report, or authorization scope; the number of items is the array length, and quoteMaxToken is the content budget, and the two are not compared for equality.
| Object | Check | Verification action |
|---|---|---|
| Competition regulations | Event name, group, quota, date, and signature are consistent between the regulations and the registration form, and versions are synchronized | Open the citation marker to trace back to the original paragraph in the regulations, and verify the fields and dates; access once with a restricted identity to see whether the visibility scope matches the setting |
| Registration form | Leader, contestants, quota, date, and receipt are complete, and correspond to the matching records in the regulations | Compare the name, quantity, and date in the registration form and the regulations item by item; verify that the number of citations in responseData (non-streaming module results returned with detailed output enabled) matches the hit materials |
| Training plan | Stage, date, signature, and receipt are complete, and versions are synchronized with the regulations and registration form | Verify the dates and quantities in the training plan and the regulations; if the cited snippets in quoteList do not match the original text, first check the hit materials |
| Cited content output | The number of returned items matches the hit materials; being empty is also normal, and the output chain runs through | Run a test with a question that has no matching materials, and see whether the output is empty while the chain continues; verify that the citations in quoteList correspond to the original text |
Three common errors
- Symptom: The name, quantity, and date of the same record do not match between the regulations and the registration form. Cause: The two materials were updated separately, without field comparison and version synchronization.
- Symptom: The training plan and the regulations are not synchronized in version, and the cited snippets do not match the original text. Cause: It was first attributed to length truncation, without checking whether there was a hit in this round and which material was hit.
- Symptom: The registration form lacks the leader's signature or receipt, but the external entry point is still visible. Cause: The authorization scope was not matched to identity and visibility scope, and unauthorized access was not blocked.
How to verify the setup
Acceptance for this feature: ask a question with original-text support, and verify whether the cited content array and citation markers can trace back to the original text; then ask a question with no matching materials, confirm that the array is empty while the chain runs through, and record the array item count and the quoteMaxToken budget for separate verification.
Business test: access once with a restricted identity, see whether the visibility scope matches the setting, and confirm that unauthorized content is not visible.
- In the node, verify the selected knowledge bases and their vector models; open the search parameter panel and verify the values item by item.
- Verify that the number of citations in
responseDatamatches the hit materials; verify that the cited snippets inquoteListcorrespond to the original text, then compare the fields, dates, and signatures of the regulations, registration form, and training plan.